Triple
T10781334
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | City of Bunbury Council |
E254324
|
entity |
| Predicate | locatedIn |
P40
|
FINISHED |
| Object | Bunbury, Western Australia |
E423908
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Bunbury, Western Australia | Statement: [City of Bunbury Council, locatedIn, Bunbury, Western Australia]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Bunbury, Western Australia Context triple: [City of Bunbury Council, locatedIn, Bunbury, Western Australia]
-
A.
Bunbury, Western Australia
chosen
Bunbury, Western Australia is a major coastal city and regional port in the state's southwest, known as a commercial, service, and cultural hub for the surrounding area.
-
B.
Busselton
Busselton is a coastal city in Western Australia best known for its long timber jetty, popular beaches, and role as a gateway to the Margaret River wine and tourism region.
-
C.
Mandurah
Mandurah is a coastal city in Western Australia known for its waterways, beaches, and role as a popular holiday and commuter destination south of Perth.
-
D.
Walpole, Western Australia
Walpole, Western Australia is a small coastal town in the state's South West region, known for its surrounding karri and tingle forests, proximity to Walpole-Nornalup National Park, and eco-tourism activities.
-
E.
Bassendean, Western Australia
Bassendean, Western Australia is a residential suburb of Perth located on the Swan River, known for its historic character and local community amenities.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69d6aa609f008190a294200aefcb7bd5 |
completed | April 8, 2026, 7:20 p.m. |
| NER | Named-entity recognition | batch_69d732c48c488190a2b3162202b74726 |
completed | April 9, 2026, 5:01 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69de84c925088190922b9979cf77d01b |
completed | April 14, 2026, 6:17 p.m. |
Created at: April 8, 2026, 9:17 p.m.